Being fat is unhealthy. You can live a long time in spite of that, but it’s unhealthy. Smoking cigarettes is unhealthy too. I wasn’t aware that this was a controversial thing to say.
If you are disease-free and your body can perform daily activities normally you are healthy, weather you are fat or skinny, smoke or not.